184 citations · 225 across the 4 of their papers we have counts for
5 papers
Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis
Anantaa Kotal, Lavanya Elluri, Deepti Gupta +2
Big Data empowers the farming community with the information needed to optimize resource usage, increase productivity, and enhance the sustainability of agricultural practices. The…
Recent Advancements in Machine Learning For Cybercrime Prediction
Lavanya Elluri, Varun Mandalapu, Piyush Vyas +1
Cybercrime is a growing threat to organizations and individuals worldwide, with criminals using sophisticated techniques to breach security systems and steal sensitive data. This p…
Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions
Varun Mandalapu, Lavanya Elluri, Piyush Vyas +1
Predicting crime using machine learning and deep learning techniques has gained considerable attention from researchers in recent years, focusing on identifying patterns and trends…
Student-centric Model of Learning Management System Activity and Academic Performance: from Correlation to Causation
Varun Mandalapu, Lujie Karen Chen, Sushruta Shetty +2
In recent years, there is a lot of interest in modeling students' digital traces in Learning Management System (LMS) to understand students' learning behavior patterns including as…
Do we need to go Deep? Knowledge Tracing with Big Data
Varun Mandalapu, Jiaqi Gong, Lujie Chen
Interactive Educational Systems (IES) enabled researchers to trace student knowledge in different skills and provide recommendations for a better learning path. To estimate the stu…